Mtundu ndi kuchuluka kwa ulusi womwe uli mu nsalu za nsalu ndi zinthu zofunika kwambiri zomwe zimakhudza mtundu wa nsalu, komanso zomwe ogula amalabadira pogula zovala.Malamulo, malamulo ndi zolemba zokhazikika zokhudzana ndi zolemba za nsalu m'maiko onse padziko lapansi zimafuna pafupifupi zolemba zonse za nsalu kuti ziwonetse zambiri za fiber.Chifukwa chake, kuchuluka kwa fiber ndi chinthu chofunikira pakuyesa kwa nsalu.

Kutsimikiza kwa labotale yapano ya zomwe zili ndi fiber zitha kugawidwa m'njira zakuthupi ndi njira zama mankhwala.Njira yoyezera magawo a ulusi wa microscope ndi njira yomwe imagwiritsidwa ntchito kwambiri, kuphatikiza masitepe atatu: kuyeza kwa ulusi wodutsa gawo, kuyeza kuchuluka kwa ulusi, komanso kudziwa kuchuluka kwa ulusi.Njirayi imagwiritsidwa ntchito makamaka pakuzindikirika ndi ma microscope, ndipo ili ndi mawonekedwe owononga nthawi komanso mtengo wokwera wantchito.Potengera kuperewera kwa njira zodziwira pamanja, ukadaulo wodziwikiratu waukadaulo wa Artificial Intelligence (AI) watulukira.

Mfundo zoyambira zodziwikiratu za AI

(1) Gwiritsani ntchito kuzindikira chandamale kuti muzindikire magawo amtundu wa fiber m'dera lomwe mukufuna

(2)Gwiritsani ntchito magawo a semantic kuti mugawane gawo limodzi la mtanda kuti mupange mapu a chigoba

(3)Werezerani magawo odutsa potengera mapu a chigoba

(4) Werengetsani avareji mtanda gawo gawo lililonse CHIKWANGWANI

Chitsanzo choyesera

Kuzindikira kwa zinthu zosakanikirana za ulusi wa thonje ndi ulusi wosiyanasiyana wopangidwanso ndi cellulose ndizoyimira kugwiritsa ntchito njirayi.Nsalu 10 zosakanikirana za thonje ndi viscose fiber ndi nsalu zosakanikirana za thonje ndi modal zimasankhidwa ngati zitsanzo zoyesa.

Njira yodziwira

Ikani zitsanzo zokonzedwa pamtanda pa siteji ya AI cross-section automatic tester, sinthani kukulitsa koyenera, ndikuyambitsa batani la pulogalamu.

Kusanthula zotsatira

(1) Sankhani malo omveka bwino komanso opitilira pa chithunzi cha gawo la mtanda wa ulusi kuti mujambule chimango cha makona anayi.

(2) Khazikitsani ulusi wosankhidwa mu chimango chowoneka bwino cha amakona anayi mumtundu wa AI, kenako sinthani gawo lililonse la mtanda.

(3) Pambuyo posankha ulusi molingana ndi mawonekedwe a fiber cross-section, ukadaulo wopanga zithunzi umagwiritsidwa ntchito pochotsa mawonekedwe a chithunzi cha gawo lililonse la fiber.

(4) Mangani maulalo a ulusi ku chithunzi choyambirira kuti mupange chithunzi chomaliza.

(5) Werengetsani zomwe zili mu ulusi uliwonse.

Ckuphatikiza

Pazitsanzo 10 zosiyanasiyana, zotsatira za njira yoyesera yodziyimira payokha ya AI imafanizidwa ndi mayeso apamanja achikhalidwe.Kulakwitsa kwathunthu ndi kochepa, ndipo cholakwika chachikulu sichidutsa 3%.Imagwirizana ndi muyezo ndipo ili ndi chiwopsezo chodziwika bwino kwambiri.Kuphatikiza apo, potengera nthawi yoyeserera, pakuyesa kwapamanja kwanthawi yayitali, zimatenga mphindi 50 kuti woyendera amalize kuyesa sampuli, ndipo zimangotenga mphindi 5 kuti azindikire sampuli ndi njira yoyeserera yoyeserera ya AI, yomwe imathandizira kwambiri kuzindikira ndikupulumutsa antchito komanso mtengo wa nthawi.

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